biplop@arch~$whoami|Engr. Biplop Giri·ACEM · CAILIC · RIU

Hi, I'm Engr. Biplop Giri

ECE graduate with 2+ years shipping production AI — from real-time computer vision on embedded hardware to cloud-deployed search systems serving thousands of queries. Currently a Research Engineer at CAILIC (ACEM) and Co-Founder of Lakhey Labs.

biplop@arch ~/profile
Biplop Giri

Building AI systems that ship to production

I'm an Electronics and Communication Engineering graduate from ACEM (Tribhuvan University) with a passion for AI that actually works in the real world — not just in notebooks.

Over the last 2+ years I've built production systems across the stack — from computer vision models running on embedded hardware to cloud APIs serving thousands of requests. Equally comfortable in Python, JavaScript, Docker, or an Arduino IDE.

Currently a Research Engineer at CAILIC, ACEM, leading the development of an automated human-wildlife conflict mitigation system to protect crops in rural villages using real-time computer vision and active deterrent devices. Also co-founded Lakhey Labs, a 3D-printing startup, where I engineered the automated operational workflows, ERP, and backend infrastructure.

Location

Kalanki, Kathmandu, Nepal 🇳🇵

Education

B.E. ECE · ACEM

Current Role

Research Engineer @ CAILIC, ACEM

Current Project

AI Monkey Deterrent System 🐒

Also

Co-Founder @ Lakhey Labs

Conference

IJCC 2026 Paper Presenter

Phone

+977 9816027088

Email

biplav120@gmail.com

biplop@cailic:~

Tech Stack

AI / ML

Computer VisionNLPSemantic SearchRAG PipelinesLLM IntegrationPrompt EngineeringFine-tuningTransformers

Languages

PythonJavaScriptTypeScriptC/C++Bash

Frameworks & Tools

FastAPINext.jsNode.jsRasaDockerNGINX

Databases

PostgreSQLMongoDBElasticsearchPineconeChromaDBFirebase

Cloud & DevOps

AWS EC2AWS S3CI/CDLinuxSSHGit

Electronics & Hardware

Embedded SystemsArduinoESP32IoTRF CommunicationDrone Systems

Work History

Research Engineer

CAILIC – Center for Academia-Industry Linkages & International Collaboration, ACEM

Kalanki, Kathmandu, Nepal

Current

Jun 2025 – Present

  • Leading the development of an automated human-wildlife conflict mitigation system, designing real-time animal detection pipelines and active repellent hardware to protect agricultural yields in rural communities.
  • Presented prototype validation and field deployment results to the national Human-Wildlife Conflict Task Force; curated custom high-fidelity datasets to train detection models for complex outdoor environments.
  • Directing cross-functional research efforts between the AI Research Center, the Research & Innovation Unit, and the Department of Electronics & Computer Engineering.

Research Assistant

Research & Innovation Unit (RIU), ACEM

Kalanki, Kathmandu, Nepal

Research

Jan 2025 – Jun 2025

  • Conducted applied computer vision research on product indexing and search systems, presenting findings at the 12th International Joint Conference on Convergence (IJCC 2026).
  • Designed and deployed an automated conversational agent that streamlined institutional inquiries, autonomously resolving over 100 student and parent queries daily during the peak admissions cycle.
  • Curated and structured a comprehensive institutional knowledge base from fragmented sources to ground conversational NLU models.
  • Coordinated and documented 10+ technical workshop programs end-to-end.

Co-Founder & AI/Technical Lead

Lakhey Labs

Kathmandu, Nepal

Startup

Jan 2025 – Present

  • Architected scalable backend systems and containerized service meshes, reducing manual workflow times by approximately 40%.
  • Automated business operational workflows (including order intake, real-time status tracking, and billing pipelines), successfully processing over 100 orders.
  • Provisioned and deployed high-availability ERP infrastructure on secure cloud instances, managing inventory tracking for complex production lines.

Full Stack Developer

Ganesha Computing Pvt. Ltd.

Kathmandu, Nepal

Full-time

May 2025 – Oct 2025

  • Deployed and maintained multiple highly-available production APIs with automated release pipelines, achieving 99% uptime.
  • Engineered reverse-proxy routing and load-balancing configurations to handle concurrent request surges across key business services.
  • Developed real-time communication protocols and administrative analytics dashboards supporting active concurrent sessions.

Student Fellow

F1Soft International Pvt. Ltd.

Lalitpur, Nepal

Fellowship

Jul 2024 – Jan 2025

  • Engineered a high-performance visual search system for a 10,000+ product catalog, achieving approximately 80% top-5 retrieval accuracy.
  • Developed a hybrid retrieval pipeline combining visual and textual features, reducing manual search time by 30%.
  • Containerized and deployed the search infrastructure to production, maintaining sub-0.5s query latencies under real-time demand.

Things I've Built

From AI research to embedded systems — a cross-section of my work.

01
Major Academic ProjectJun 2024 – Nov 2024

AI-Based E-commerce with Multimodal Search

Visual search e-commerce platform that indexes catalog items for reverse image lookup. Features custom-trained object detection models for apparel classification, serving query results with sub-0.5s response times.

CLIPYOLOv7PineconePythonFastAPIDocker
02
Full Stack ProjectFeb 2025 – May 2025

InstaPasa – Instagram Commerce Platform

Automated commerce infrastructure processing hundreds of customer interactions daily. Integrates language models for automated query resolution with confidence-based human-handover logic.

FastAPIOpenAI APIMeta Instagram APIAWS EC2NGINX
03
Full Stack ProjectJan 2025 – Mar 2025

ACEM Chatbot – Rasa AI Assistant

Institutional conversational assistant deployed to handle student inquiries. Designed with custom NLU pipelines for query classification and containerized for deployment.

RasaNLPDocker ComposeNGINXPython
04
Full Stack ProjectMar 2025 – Present

LakheyLabs ERP

Operations dashboard built to streamline inventory tracking and order workflows for a localized manufacturing business, managing dozens of active product lines.

Next.jsAppwriteAWS EC2NGINXTypeScript
05
Embedded Systems ProjectJan 2024 – Apr 2024

Gesture & Voice-Controlled Car

Robotic vehicle prototype featuring inertial sensor gesture recognition, wireless control protocols, proximity-based obstacle avoidance, and automated status alerts.

ArduinoESP32MPU6050RF433IoT
06
IoT ProjectMar 2024 – Jun 2024

Smart Bus Fare Collection System

IoT transit solution enabling automated fare calculation based on real-time coordinates. Integrates smart card reader authentication and cloud-synced account ledger balances.

ESP32RFIDGPSGSMFirebase

In the News

Coverage and mentions from ACEM and beyond.


Certifications & Achievements

📄Jan 2026

Paper Presentation – IJCC 2026

12th International Joint Conference on Convergence

Presented: Multimodal Product Search for E-commerce using CLIP and Clothing Detection

🚁Aug–Sep 2025

Drone Training Program

Far East University – Prof. Jaedong Choi

One-month intensive covering drone fundamentals, industrial practices, and anti-drone systems.

🎨Jul 2025

eSewa UXperience Program

eSewa Money Transfer Pvt. Ltd.

UX design, live usability testing, prototype evaluation, and knowledge sharing sessions.

🏆2025

Project Presentation – ACEM UG Conference

Advanced College of Engineering and Management

Presented: AI-Powered E-commerce with Image Recognition.

Nov 2024

Arduino & Embedded Systems Workshop

7-Day Hands-on Workshop – Instructor

Co-conducted workshop teaching Arduino and embedded systems to 20+ participants.


Let's build something
together

Whether you're looking for an AI engineer, a full-stack developer, or just want to chat about building things that work — I'm happy to connect.